Arayz's Blog

Implementing a GPU kernel to reverse an array in place with Triton. Covering the thought process and intuition behind it.

Implementing a 1D convolution GPU kernel with Triton. Covering the thought process and intuition behind it, and going over how we use broadcasting to efficiently handle the sliding window pattern.

Implementing a matrix addition GPU kernel with Triton. We'll be treating the row major matrix as a flat array and reuse the vector addition pattern we covered before.

Implementing a color inversion GPU kernel with Triton. Covering the thought process, the intuition behind it, and going over pointer reinterpretation and bitwise XOR operations for pixel data manipulation.

Implementing a matrix transpose GPU kernel with Triton. Covering the thought process and intuition behind it, and going over memory coalescing as a key optimization concept for efficient GPU memory access patterns.